Using the short-time fourier transform and ResNet to diagnose depression from speech data

• Main Authors: Elfaki, Ayman, Asnawi, Ani Liza, Jusoh, Ahmad Zamani, Ismail, Ahmad Fadzil, Ibrahim, Siti Noorjannah, Mohamed Azmin, Nor Fadhillah, Nik Hashim, Nik Nur Wahidah
• Format: Conference or Workshop Item
• Language: English; English
• Published: 2021
• Subjects: T Technology (General); TK Electrical engineering. Electronics Nuclear engineering; TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices; TK7885 Computer engineering
• Online Access: http://irep.iium.edu.my/94895/7/94895%20Programme%20schedule.pdf; http://irep.iium.edu.my/94895/1/FInal%20Submission%20to%20IEEE%20ICOCO%2021-a65-elfaki%20final.pdf; http://irep.iium.edu.my/94895/

Depression is a common illness that is affecting many people nowadays, this is especially true now with the advent of the COVID-19 pandemic. It often arises when a person is having difficulty coping with stressful life events. It can occur throughout the lifespan of a person, and it pervades al...